The bug: selecting a state filter in AI Search mode did nothing
because HNSW vector search has no concept of SQL WHERE clauses.
Results came back from any state.
The fix: when ANY filter is set (state, role, or reliability > 0.5),
the search automatically switches to hybrid mode which runs the SQL
filter first, then AI-ranks within the filtered set. Users don't
need to know about modes — filters just work.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Rebuilt the dashboard into a live search interface anyone can use:
- Big search box: type in plain English, hit Enter or click Search
- 3 modes: AI Search, CRM Keyword, Hybrid (best)
- Clickable examples: 'warehouse help', 'dependable machine operator', etc
- Filters: state, role, min reliability
- Results show: name, role, location, skills, certs, reliability, AI match score
- Hybrid results marked 'SQL verified against database'
- CRM mode shows 0 results with a prompt to try AI Search
- Mobile responsive
This is the answer to 'we just have to take your word for it.'
Type anything. See real workers. Compare CRM vs AI side by side.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Clean dark theme matching /proof page. Priority badges on contracts
(urgent=red, high=yellow, medium=blue, low=green). Worker matches
shown inline. Day tabs show fill counts. Alerts with icons. Playbook
entries styled. All styles inline — no separate CSS file.
Mobile responsive: single column layout, scrollable tabs.
Links to /proof at bottom.
https://devop.live/lakehouse/ — the dashboard
https://devop.live/lakehouse/proof — the proof page
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Week simulation engine: 5 business days, 4-8 contracts per day,
3 rotating staffers with handoffs between days. Runs hybrid search
per contract via the gateway. 28 contracts, 108/108 filled (100%),
5 emergencies, 4 handoffs, 3.2s total.
Dashboard at :3700/ — dark theme, shows:
- Contract cards sorted by priority with match status
- Day navigation across the work week
- Week summary stats (fill rate, emergencies, handoffs)
- Live alerts (erratic/silent workers)
- Playbook entries
- Real-time service health + VRAM
Self-orientation (/context) + verification (/verify) endpoints so
any agent can understand the system and fact-check claims without
human intermediary.
Accessible on LAN at http://192.168.1.177:3700
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
